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sklearn-intelex integration #44

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pkmital opened this issue Sep 21, 2021 · 1 comment
Open

sklearn-intelex integration #44

pkmital opened this issue Sep 21, 2021 · 1 comment

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@pkmital
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pkmital commented Sep 21, 2021

Hi, I've seen this work by Intel: https://github.com/intel/scikit-learn-intelex and curious if anyone has looked into how it may compare / if it can be used as a speed up for nndescent? There is an example notebook here showing the speedup on a toy example: https://www.kaggle.com/kppetrov/fast-knn-using-scikit-learn-intelex-for-mnist - i believe there are also additional hooks for GPU methods: https://intel.github.io/scikit-learn-intelex/gpu.html

@pkmital pkmital changed the title sklearn-intelex sklearn-intelex integration Sep 21, 2021
@akshayka
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akshayka commented Oct 5, 2021

Hi, thanks for the suggestion! We haven't looked into speeding up the nearest neighbor computation.

For speeding up nndescent in particular, I would suggest moving this discussion to the pynndescent Github repository.

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